What's the difference between multilabel and multinomial text classification? - Naive Bayes and Sentiment Classification Review Assignment - Use this assignment in your class!

Naive Bayes and Sentiment Classification Review Assignment

1.What is a prior probability?

2.What is a "bag-of-words"?

3.Construct a bag-of-words feature matrix for the following email: "Hi, Dan. Are we still on for Tuesday? We can meet for coffee or we can meet at my office. Best, Alec"

4.What assumptions are made by a Naive Bayes classifier?

5.What's the difference between multilabel and multinomial text classification?

6.Consider a Naive Bayes model with the parameters provided in Figure A. How would this model classify the following sentence: "This morning was freezing cold."

7.How are Naive Bayes classifiers trained?

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Instructor Alec KretchAPR 9, 2022, 8:22:28 PM

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